Overview
Brought to you by YData
Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 540 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 67.6 KiB |
| Average record size in memory | 128.2 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 5 |
Aggression is highly overall correlated with Agitation and 11 other fields | High correlation |
Agitation is highly overall correlated with Aggression and 11 other fields | High correlation |
Appetite is highly overall correlated with Aggression and 12 other fields | High correlation |
Concentration is highly overall correlated with Aggression and 12 other fields | High correlation |
Fatigue is highly overall correlated with Aggression and 11 other fields | High correlation |
Hopelessness is highly overall correlated with Aggression and 11 other fields | High correlation |
Interest is highly overall correlated with Aggression and 12 other fields | High correlation |
Low Energy is highly overall correlated with Aggression and 11 other fields | High correlation |
Panic Attacks is highly overall correlated with Aggression and 11 other fields | High correlation |
Restlessness is highly overall correlated with Aggression and 11 other fields | High correlation |
Sleep is highly overall correlated with Appetite and 3 other fields | High correlation |
Sleep Disturbance is highly overall correlated with Aggression and 12 other fields | High correlation |
Suicidal Ideation is highly overall correlated with Aggression and 11 other fields | High correlation |
Worthlessness is highly overall correlated with Aggression and 11 other fields | High correlation |
Number is uniformly distributed | Uniform |
Number has unique values | Unique |
Reproduction
| Analysis started | 2024-10-20 11:03:20.180256 |
|---|---|
| Analysis finished | 2024-10-20 11:03:25.504855 |
| Duration | 5.32 seconds |
| Software version | ydata-profiling vv4.11.0 |
| Download configuration | config.json |
Variables
Number
Real number (ℝ)
Uniform Unique
| Distinct | 540 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 270.5 |
| Minimum | 1 |
|---|---|
| Maximum | 540 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 27.95 |
| Q1 | 135.75 |
| median | 270.5 |
| Q3 | 405.25 |
| 95-th percentile | 513.05 |
| Maximum | 540 |
| Range | 539 |
| Interquartile range (IQR) | 269.5 |
Descriptive statistics
| Standard deviation | 156.02884 |
|---|---|
| Coefficient of variation (CV) | 0.57681643 |
| Kurtosis | -1.2 |
| Mean | 270.5 |
| Median Absolute Deviation (MAD) | 135 |
| Skewness | 0 |
| Sum | 146070 |
| Variance | 24345 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 0.2% |
| 356 | 1 | 0.2% |
| 370 | 1 | 0.2% |
| 369 | 1 | 0.2% |
| 368 | 1 | 0.2% |
| 367 | 1 | 0.2% |
| 366 | 1 | 0.2% |
| 365 | 1 | 0.2% |
| 364 | 1 | 0.2% |
| 363 | 1 | 0.2% |
| Other values (530) | 530 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 540 | 1 | |
| 539 | 1 | |
| 538 | 1 | |
| 537 | 1 | |
| 536 | 1 | |
| 535 | 1 | |
| 534 | 1 | |
| 533 | 1 | |
| 532 | 1 | |
| 531 | 1 |
Sleep
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.912963 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.7384174 |
|---|---|
| Coefficient of variation (CV) | 0.59678665 |
| Kurtosis | -1.5772373 |
| Mean | 2.912963 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.30649058 |
| Sum | 1573 |
| Variance | 3.0220951 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 170 | |
| 1 | 157 | |
| 2 | 148 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 1 | 157 | |
| 2 | 148 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
| 5 | 170 | |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 6 | 17 | 3.1% |
| 5 | 170 | |
| 4 | 24 | 4.4% |
| 3 | 24 | 4.4% |
| 2 | 148 | |
| 1 | 157 |
Appetite
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 KiB |
| 5 | |
|---|---|
| 1 | |
| 2 | |
| 3 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 5 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 1 | 170 | |
| 2 | 148 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 1 | 170 | |
| 2 | 148 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 1 | 170 | |
| 2 | 148 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 1 | 170 | |
| 2 | 148 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 1 | 170 | |
| 2 | 148 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 1 | 170 | |
| 2 | 148 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
Interest
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 KiB |
| 5 | |
|---|---|
| 1 | |
| 2 | |
| 3 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 5 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 174 | |
| 1 | 170 | |
| 2 | 148 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 174 | |
| 1 | 170 | |
| 2 | 148 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 174 | |
| 1 | 170 | |
| 2 | 148 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 174 | |
| 1 | 170 | |
| 2 | 148 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 174 | |
| 1 | 170 | |
| 2 | 148 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 174 | |
| 1 | 170 | |
| 2 | 148 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
Fatigue
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9648148 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.7274019 |
|---|---|
| Coefficient of variation (CV) | 0.582634 |
| Kurtosis | -1.5940597 |
| Mean | 2.9648148 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.26474219 |
| Sum | 1601 |
| Variance | 2.9839174 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 174 | |
| 2 | 154 | |
| 1 | 145 | |
| 4 | 26 | 4.8% |
| 3 | 24 | 4.4% |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 1 | 145 | |
| 2 | 154 | |
| 3 | 24 | 4.4% |
| 4 | 26 | 4.8% |
| 5 | 174 | |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 6 | 17 | 3.1% |
| 5 | 174 | |
| 4 | 26 | 4.8% |
| 3 | 24 | 4.4% |
| 2 | 154 | |
| 1 | 145 |
Worthlessness
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9574074 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.7400768 |
|---|---|
| Coefficient of variation (CV) | 0.58837911 |
| Kurtosis | -1.6068773 |
| Mean | 2.9574074 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.26281118 |
| Sum | 1597 |
| Variance | 3.0278671 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 176 | |
| 1 | 151 | |
| 2 | 148 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 1 | 151 | |
| 2 | 148 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
| 5 | 176 | |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 6 | 17 | 3.1% |
| 5 | 176 | |
| 4 | 24 | 4.4% |
| 3 | 24 | 4.4% |
| 2 | 148 | |
| 1 | 151 |
Concentration
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 KiB |
| 5 | |
|---|---|
| 1 | |
| 2 | |
| 3 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 5 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 1 | 168 | |
| 2 | 152 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 1 | 168 | |
| 2 | 152 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 1 | 168 | |
| 2 | 152 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 1 | 168 | |
| 2 | 152 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 1 | 168 | |
| 2 | 152 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 1 | 168 | |
| 2 | 152 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
Agitation
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9685185 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.7199392 |
|---|---|
| Coefficient of variation (CV) | 0.57939311 |
| Kurtosis | -1.584113 |
| Mean | 2.9685185 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.27069698 |
| Sum | 1603 |
| Variance | 2.9581908 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 174 | |
| 2 | 158 | |
| 1 | 141 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 1 | 141 | |
| 2 | 158 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
| 5 | 174 | |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 6 | 17 | 3.1% |
| 5 | 174 | |
| 4 | 24 | 4.4% |
| 3 | 26 | 4.8% |
| 2 | 158 | |
| 1 | 141 |
Suicidal Ideation
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9648148 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.7338341 |
|---|---|
| Coefficient of variation (CV) | 0.58480352 |
| Kurtosis | -1.6025804 |
| Mean | 2.9648148 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.26225921 |
| Sum | 1601 |
| Variance | 3.0061809 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 176 | |
| 2 | 152 | |
| 1 | 147 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 1 | 147 | |
| 2 | 152 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
| 5 | 176 | |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 6 | 17 | 3.1% |
| 5 | 176 | |
| 4 | 24 | 4.4% |
| 3 | 24 | 4.4% |
| 2 | 152 | |
| 1 | 147 |
Sleep Disturbance
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 KiB |
| 5 | |
|---|---|
| 2 | |
| 1 | |
| 3 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 5 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 2 | 162 | |
| 1 | 156 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 2 | 162 | |
| 1 | 156 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 2 | 162 | |
| 1 | 156 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 2 | 162 | |
| 1 | 156 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 2 | 162 | |
| 1 | 156 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 172 | |
| 2 | 162 | |
| 1 | 156 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
Aggression
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9796296 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.7211852 |
|---|---|
| Coefficient of variation (CV) | 0.57765072 |
| Kurtosis | -1.5940802 |
| Mean | 2.9796296 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.26170246 |
| Sum | 1609 |
| Variance | 2.9624785 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 176 | |
| 2 | 160 | |
| 1 | 139 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 1 | 139 | |
| 2 | 160 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
| 5 | 176 | |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 6 | 17 | 3.1% |
| 5 | 176 | |
| 4 | 24 | 4.4% |
| 3 | 24 | 4.4% |
| 2 | 160 | |
| 1 | 139 |
Panic Attacks
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.987037 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7082737 |
|---|---|
| Coefficient of variation (CV) | 0.57189572 |
| Kurtosis | -1.5812612 |
| Mean | 2.987037 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.26453784 |
| Sum | 1613 |
| Variance | 2.918199 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 174 | |
| 2 | 166 | |
| 1 | 133 | |
| 4 | 26 | 4.8% |
| 3 | 24 | 4.4% |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 1 | 133 | |
| 2 | 166 | |
| 3 | 24 | 4.4% |
| 4 | 26 | 4.8% |
| 5 | 174 | |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 6 | 17 | 3.1% |
| 5 | 174 | |
| 4 | 26 | 4.8% |
| 3 | 24 | 4.4% |
| 2 | 166 | |
| 1 | 133 |
Hopelessness
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9648148 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.7231004 |
|---|---|
| Coefficient of variation (CV) | 0.58118316 |
| Kurtosis | -1.5862634 |
| Mean | 2.9648148 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.27079034 |
| Sum | 1601 |
| Variance | 2.9690751 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 174 | |
| 2 | 156 | |
| 1 | 143 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 1 | 143 | |
| 2 | 156 | |
| 3 | 26 | 4.8% |
| 4 | 24 | 4.4% |
| 5 | 174 | |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 6 | 17 | 3.1% |
| 5 | 174 | |
| 4 | 24 | 4.4% |
| 3 | 26 | 4.8% |
| 2 | 156 | |
| 1 | 143 |
Restlessness
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9648148 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.7338341 |
|---|---|
| Coefficient of variation (CV) | 0.58480352 |
| Kurtosis | -1.6025804 |
| Mean | 2.9648148 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.26225921 |
| Sum | 1601 |
| Variance | 3.0061809 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 176 | |
| 2 | 152 | |
| 1 | 147 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 1 | 147 | |
| 2 | 152 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
| 5 | 176 | |
| 6 | 17 | 3.1% |
| Value | Count | Frequency (%) |
| 6 | 17 | 3.1% |
| 5 | 176 | |
| 4 | 24 | 4.4% |
| 3 | 24 | 4.4% |
| 2 | 152 | |
| 1 | 147 |
Low Energy
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9240741 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.7271632 |
|---|---|
| Coefficient of variation (CV) | 0.59067014 |
| Kurtosis | -1.5870265 |
| Mean | 2.9240741 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.29329114 |
| Sum | 1579 |
| Variance | 2.9830928 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 173 | |
| 1 | 152 | |
| 2 | 152 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
| 6 | 15 | 2.8% |
| Value | Count | Frequency (%) |
| 1 | 152 | |
| 2 | 152 | |
| 3 | 24 | 4.4% |
| 4 | 24 | 4.4% |
| 5 | 173 | |
| 6 | 15 | 2.8% |
| Value | Count | Frequency (%) |
| 6 | 15 | 2.8% |
| 5 | 173 | |
| 4 | 24 | 4.4% |
| 3 | 24 | 4.4% |
| 2 | 152 | |
| 1 | 152 |
Depression State
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 KiB |
| No depression | |
|---|---|
| Mild | |
| Moderate | |
| Severe |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 8.2259259 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mild |
|---|---|
| 2nd row | Moderate |
| 3rd row | Severe |
| 4th row | No depression |
| 5th row | Moderate |
Common Values
| Value | Count | Frequency (%) |
| No depression | 174 | |
| Mild | 128 | |
| Moderate | 120 | |
| Severe | 118 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 174 | |
| depression | 174 | |
| mild | 128 | |
| moderate | 120 | |
| severe | 118 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 942 | |
| o | 468 | |
| d | 422 | |
| r | 412 | |
| s | 348 | 7.8% |
| i | 302 | 6.8% |
| M | 248 | 5.6% |
| N | 174 | 3.9% |
| 174 | 3.9% | |
| p | 174 | 3.9% |
| Other values (6) | 778 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4442 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 942 | |
| o | 468 | |
| d | 422 | |
| r | 412 | |
| s | 348 | 7.8% |
| i | 302 | 6.8% |
| M | 248 | 5.6% |
| N | 174 | 3.9% |
| 174 | 3.9% | |
| p | 174 | 3.9% |
| Other values (6) | 778 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4442 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 942 | |
| o | 468 | |
| d | 422 | |
| r | 412 | |
| s | 348 | 7.8% |
| i | 302 | 6.8% |
| M | 248 | 5.6% |
| N | 174 | 3.9% |
| 174 | 3.9% | |
| p | 174 | 3.9% |
| Other values (6) | 778 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4442 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 942 | |
| o | 468 | |
| d | 422 | |
| r | 412 | |
| s | 348 | 7.8% |
| i | 302 | 6.8% |
| M | 248 | 5.6% |
| N | 174 | 3.9% |
| 174 | 3.9% | |
| p | 174 | 3.9% |
| Other values (6) | 778 |
Interactions
Correlations
| Aggression | Agitation | Appetite | Concentration | Depression State | Fatigue | Hopelessness | Interest | Low Energy | Number | Panic Attacks | Restlessness | Sleep | Sleep Disturbance | Suicidal Ideation | Worthlessness | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Aggression | 1.000 | 0.986 | 0.897 | 0.903 | 0.354 | 0.990 | 0.977 | 0.913 | 0.864 | 0.019 | 0.986 | 0.993 | -0.194 | 0.877 | 0.982 | 0.989 |
| Agitation | 0.986 | 1.000 | 0.911 | 0.894 | 0.344 | 0.982 | 0.991 | 0.906 | 0.872 | 0.017 | 0.989 | 0.993 | -0.189 | 0.892 | 0.982 | 0.986 |
| Appetite | 0.897 | 0.911 | 1.000 | 0.983 | 0.351 | 0.897 | 0.914 | 0.976 | 0.854 | 0.297 | 0.878 | 0.909 | 0.945 | 0.979 | 0.909 | 0.915 |
| Concentration | 0.903 | 0.894 | 0.983 | 1.000 | 0.362 | 0.899 | 0.896 | 0.979 | 0.859 | 0.299 | 0.881 | 0.915 | 0.951 | 0.962 | 0.915 | 0.921 |
| Depression State | 0.354 | 0.344 | 0.351 | 0.362 | 1.000 | 0.344 | 0.342 | 0.360 | 0.338 | 0.000 | 0.344 | 0.353 | 0.359 | 0.347 | 0.355 | 0.354 |
| Fatigue | 0.990 | 0.982 | 0.897 | 0.899 | 0.344 | 1.000 | 0.987 | 0.912 | 0.869 | 0.010 | 0.986 | 0.986 | -0.185 | 0.876 | 0.990 | 0.990 |
| Hopelessness | 0.977 | 0.991 | 0.914 | 0.896 | 0.342 | 0.987 | 1.000 | 0.909 | 0.868 | 0.014 | 0.987 | 0.984 | -0.186 | 0.894 | 0.988 | 0.988 |
| Interest | 0.913 | 0.906 | 0.976 | 0.979 | 0.360 | 0.912 | 0.909 | 1.000 | 0.872 | 0.297 | 0.889 | 0.925 | 0.960 | 0.956 | 0.925 | 0.931 |
| Low Energy | 0.864 | 0.872 | 0.854 | 0.859 | 0.338 | 0.869 | 0.868 | 0.872 | 1.000 | -0.007 | 0.859 | 0.872 | -0.162 | 0.836 | 0.866 | 0.871 |
| Number | 0.019 | 0.017 | 0.297 | 0.299 | 0.000 | 0.010 | 0.014 | 0.297 | -0.007 | 1.000 | 0.032 | 0.004 | 0.004 | 0.306 | 0.005 | -0.003 |
| Panic Attacks | 0.986 | 0.989 | 0.878 | 0.881 | 0.344 | 0.986 | 0.987 | 0.889 | 0.859 | 0.032 | 1.000 | 0.983 | -0.204 | 0.858 | 0.976 | 0.976 |
| Restlessness | 0.993 | 0.993 | 0.909 | 0.915 | 0.353 | 0.986 | 0.984 | 0.925 | 0.872 | 0.004 | 0.983 | 1.000 | -0.185 | 0.888 | 0.989 | 0.993 |
| Sleep | -0.194 | -0.189 | 0.945 | 0.951 | 0.359 | -0.185 | -0.186 | 0.960 | -0.162 | 0.004 | -0.204 | -0.185 | 1.000 | 0.926 | -0.185 | -0.180 |
| Sleep Disturbance | 0.877 | 0.892 | 0.979 | 0.962 | 0.347 | 0.876 | 0.894 | 0.956 | 0.836 | 0.306 | 0.858 | 0.888 | 0.926 | 1.000 | 0.888 | 0.895 |
| Suicidal Ideation | 0.982 | 0.982 | 0.909 | 0.915 | 0.355 | 0.990 | 0.988 | 0.925 | 0.866 | 0.005 | 0.976 | 0.989 | -0.185 | 0.888 | 1.000 | 0.993 |
| Worthlessness | 0.989 | 0.986 | 0.915 | 0.921 | 0.354 | 0.990 | 0.988 | 0.931 | 0.871 | -0.003 | 0.976 | 0.993 | -0.180 | 0.895 | 0.993 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Number | Sleep | Appetite | Interest | Fatigue | Worthlessness | Concentration | Agitation | Suicidal Ideation | Sleep Disturbance | Aggression | Panic Attacks | Hopelessness | Restlessness | Low Energy | Depression State | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | Mild |
| 1 | 2 | 2 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | Moderate |
| 2 | 3 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | Severe |
| 3 | 4 | 1 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | No depression |
| 4 | 5 | 2 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | Moderate |
| 5 | 6 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | Mild |
| 6 | 7 | 1 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | No depression |
| 7 | 8 | 2 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | Severe |
| 8 | 9 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | Moderate |
| 9 | 10 | 6 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | Mild |
| Number | Sleep | Appetite | Interest | Fatigue | Worthlessness | Concentration | Agitation | Suicidal Ideation | Sleep Disturbance | Aggression | Panic Attacks | Hopelessness | Restlessness | Low Energy | Depression State | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 530 | 531 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 6 | Moderate |
| 531 | 532 | 6 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 2 | No depression |
| 532 | 533 | 2 | 5 | 5 | 6 | 6 | 5 | 6 | 6 | 5 | 6 | 6 | 6 | 6 | 5 | No depression |
| 533 | 534 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | Mild |
| 534 | 535 | 1 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 2 | No depression |
| 535 | 536 | 2 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | Mild |
| 536 | 537 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | Severe |
| 537 | 538 | 1 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 2 | No depression |
| 538 | 539 | 2 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | Severe |
| 539 | 540 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | Moderate |